{"id":"W4256321025","doi":"10.1057/978-1-349-95988-4_605","title":"Memorial University of Newfoundland (MUN)","year":2020,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Massey University","keywords":"History; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000184008,0.0002799546,0.0005463771,0.00008837609,0.0004095226,0.00003408636,0.0003859325,0.0002835248,0.000973651],"category_scores_gemma":[0.0000578202,0.0002993692,0.0002879509,0.00002231559,0.0006869293,9.885687e-7,0.000188028,0.0002156263,0.0002316269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007618711,"about_ca_system_score_gemma":0.0002997059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002896633,"about_ca_topic_score_gemma":0.02402151,"domain_scores_codex":[0.9985672,0.00006285546,0.0002303749,0.0003286065,0.0005075602,0.0003034385],"domain_scores_gemma":[0.9989509,0.0001400318,0.0002627376,0.0002680845,0.0001304141,0.0002478221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001012263,3.03511e-7,0.000587803,0.00003735408,0.00019907,0.00005938266,0.01828825,1.725963e-7,0.00001215,0.9741501,0.0002307737,0.006333441],"study_design_scores_gemma":[0.0007178533,0.0001499829,0.0006952976,0.0001123608,0.0002218948,0.000001555417,0.002952053,5.969374e-7,0.000006675284,0.8699449,0.1246907,0.0005061126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003202058,0.00044372,0.00002397355,0.0002310619,0.0005553692,0.0003056265,0.0001200089,0.00007152421,0.9979285],"genre_scores_gemma":[0.9667419,0.0002863508,0.00007204247,0.000105392,0.0009764688,3.292728e-7,0.00001649954,0.00002725624,0.03177382],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9664216,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166721451722231,"score_gpt":0.2523153586530292,"score_spread":0.2206481441358069,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}